| "What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness MK Andrus, E Spitzer, J Brown, A Xiang FAccT '21: Proceedings of the 2021 ACM Conference on Fairness …, 2021 | 138 | 2021 |
| Machine learning explainability for external stakeholders U Bhatt, MK Andrus, A Weller, A Xiang arXiv preprint arXiv:2007.05408, 2020 | 73 | 2020 |
| Building human values into recommender systems: An interdisciplinary synthesis J Stray, A Halevy, P Assar, D Hadfield-Menell, C Boutilier, A Ashar, ... ACM Transactions on Recommender Systems, 2022 | 36 | 2022 |
| Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness MK Andrus, S Villeneuve FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency …, 2022 | 34 | 2022 |
| Legible normativity for AI alignment: The value of silly rules D Hadfield-Menell, MK Andrus, G Hadfield Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 115-121, 2019 | 16 | 2019 |
| AI development for the public interest: From abstraction traps to sociotechnical risks MK Andrus, S Dean, TK Gilbert, N Lambert, T Zick 2020 IEEE International Symposium on Technology and Society (ISTAS), 72-79, 2020 | 7 | 2020 |
| Towards a just theory of measurement: A principled social measurement assurance program for machine learning MK Andrus, TK Gilbert Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 445-451, 2019 | 5 | 2019 |
| Inverse Reinforcement Learning for Dynamics MK Andrus UC Berkeley, 2019 | 2 | 2019 |
| Attrition of Workers with Minoritized Identities on AI Teams J Brown, T Park, J Chang, M Andrus, A Xiang, C Custis Proceedings of the 2nd ACM Conference on Equity and Access in Algorithms …, 2022 | 1 | 2022 |
| Back to “Back to Labor”: Revisiting Political Economies of Computer-Supported Cooperative Work J Tang, MK Andrus, S So, U Tandon, A Monroy-Hernández, ... Companion Publication of the 2023 Conference on Computer Supported …, 2023 | | 2023 |
| Building Human Values into Recommender Systems: An Interdisciplinary Synthesis and Open Problems J Stray, A Halevy, P Assar, D Hadfield-menell, C Boutilier, A Ashar, ... | | 2023 |
| On Serving Two Masters: Directing Critical Technical Practice towards Human-Compatibility in AI MK Andrus Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 559-560, 2019 | | 2019 |
| Towards a Just Theory of Measurement MK Andrus, TK Gilbert | | 2019 |
Alice XiangLead Research Scientist (AI Ethics), Sony AIVerified email at sony.com
